adalbertojunior_-_Llama-3-8B-Instruct-Portuguese-v0.2-8bits

Quantization made by Richard Erkhov.

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Llama-3-8B-Instruct-Portuguese-v0.2 - bnb 8bits

• Model creator: https://huggingface.co/adalbertojunior/
• Original model: https://huggingface.co/adalbertojunior/Llama-3-8B-Instruct-Portuguese-v0.2/

Original model description:

datasets:

• adalbertojunior/dolphin_pt_test language:
• pt

---

Como Utilizar

import transformers
import torch

model_id = "adalbertojunior/Llama-3-8B-Instruct-Portuguese-v0.2"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device="auto",
)

messages = [
    {"role": "system", "content": "Você é um robô pirata que sempre responde como um pirata deveria!"},
    {"role": "user", "content": "Quem é você?"},
]

prompt = pipeline.tokenizer.apply_chat_template(
        messages, 
        tokenize=False, 
        add_generation_prompt=True
)

terminators = [
    pipeline.tokenizer.eos_token_id,
    pipeline.tokenizer.convert_tokens_to_ids("<|im_end|>")
]

outputs = pipeline(
    prompt,
    max_new_tokens=256,
    eos_token_id=terminators,
    do_sample=True,
    temperature=0.6,
    top_p=0.9,
)
print(outputs[0]["generated_text"][len(prompt):])

Formato do prompt

<|im_start|>system
Você é um assistente útil com respostas curtas.<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant